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mbubula6/README.md

Hi, I'm Martyna 👋

I'm a Software Engineer specialising in Machine Learning & Data Science.
I like building things that actually work — from trained classifiers to full-stack apps shipped under hackathon pressure.

You know what, I just like building things. I am not saying they don't work, I am saying that I didn't like that AI gibberish sentence.


🏆 Highlights

🥇 Coding Night 2026 — trained a Random Forest classifier predicting restaurant meal orders. Full data pipeline: Supabase schema design, mock data, feature engineering, model training. Led team planning and presented to jury.
Python · Scikit-learn · Pandas · Supabase · TypeScript

🥇 AIRescue Hackathon Katowice — web app for emergency resource management, built fast and shipped under competition pressure.
Zero · Tailwind CSS

🏅 Coding Night V — mental health app WydrzyjSie in Unity: mood journal, gratitude prompts, relaxation minigames, panic attack support. First time in Unity. Won a special award — jury recognised the product vision and AI roadmap I presented.
Unity · C#

💼 Internship @ All for One Poland (SAP/ERP) — built C# components, contributed to an AI-powered chatbot with Semantic Kernel, and got recognised by senior management for testing quality.


🧠 What I work with

ML / Data     Scikit-learn · PyTorch · Pandas · NumPy · Seaborn · Matplotlib · Tableau
AI Tools      Azure AI · Semantic Kernel · Groq API · Jupyter Notebook
Languages     Python · C++ · C# · SQL · Java · JavaScript · PHP
Backend       REST APIs · .NET · Supabase
Frontend      React · Tailwind CSS
Tools         Git · VS Code · Visual Studio · Arduino IDE

📌 Pinned repos worth checking

Repo What it is
Coding_Night_2026 🥇 Hackathon winner — meal prediction ML model + full-stack app
llm-on-arduino 🤖 LLM API on Arduino — MicroPython + C++ + Groq + LCD display
jupyter-study ML learning path: Titanic → Logistic Regression → CNN

📊 Stats

Martyna's GitHub stats Top Languages


Currently

  • Going deeper into ML — feature selection, model evaluation, real datasets
  • Mentored at SpaceShield Hack 2026 — space & defence hackathon in Stalowa Wola May
  • Looking for a ML / Data role

LinkedIn

Pinned Loading

  1. Coding_Night_2026 Coding_Night_2026 Public

    Forked from AdamRzem/Coding_Night_2026

    Winning project ppl

    TypeScript

  2. jupyter-study jupyter-study Public

    Place where I learn Jupyter Notebook and earn more experience in Data (all sorts) to Machine Learning.

    Jupyter Notebook

  3. llm-on-arduino llm-on-arduino Public

    Highly explanatory repo. How to use MicroPython on Arduino (and then connect to LLMs)

    Python

  4. zsem-ns/inf04-knowledge-base zsem-ns/inf04-knowledge-base Public

    C# 5 15

  5. prediction-app prediction-app Public

    Vibe coding practise. This whole project, unlike other ones, was entirely vibe coded. A web app that takes user's input and metadata to predict fututre choices. And maybe some other fun predictions…

    Python

  6. java java Public

    Java 11.09.2023

    Java